Platform · Autotrader UK

Autotrader UK Data Scraping

"Great price" means the advert is below Autotrader's valuation for that car, that day. It is Autotrader's judgement, and not every car can get one.

Autotrader UK data scraping covers used and new vehicle listings from the UK's largest car marketplace. Its Price Indicator — Low, Great, Good, Fair or High — compares an advert with Autotrader's own valuation, which can change daily, and only eligible dealer cars receive one. So the label is recorded as Autotrader's claim, with eligibility, and a missing label is not read as fair. Private sellers' personal details are never collected, number plates are not collected from private listings, and a listing that disappears is not recorded as a sale.

A price label from the platform is one of the most useful fields on the page, and one of the easiest to misread.

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Free pilot on your own Autotrader UK list, returned in 24 hours. No card, no trial clock — and you keep the sample data either way.

autotrader_uk_sample.jsonl LIVE FEED

{"lister_type":"dealer","price":14995,"price_indicator":"Good price","label_source":"autotrader"} {"lister_type":"private","price_indicator":null,"label_eligible":false} {"label_changed":true,"price_changed":false,"band":"3-5y / 30-50k mi"}

illustrative sample rows · GBthe platform judgement, and who can get one · schema v1.0

Independence and trademarks. Actowiz Solutions is not affiliated with, endorsed by or connected to Autotrader UK or its owners. Autotrader UK and related marks belong to their respective owners, used here only to name the publicly accessible source this service collects from.

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Autotrader UK at a glance

How we handle Autotrader UK specifically

Platform-specific handling, not a generic retail template pointed at a different domain.

Marketplace: Autotrader UK — Auto Trader Group plc
Listers: Dealers and private sellers
Price Indicator: Low, Great, Good, Fair, High
Compared with: Autotrader's own valuation, updated daily
Eligible: Dealer cars only, within price and age limits
So: label_eligible recorded; no label is not fair
Dealer tools: Deal Builder launched Nov 2025, revised after dealer feedback
Comparison: Within mileage and age bands

Platform specifics

Autotrader's judgement, and who can get one

These are the reasons a Autotrader UK dataset needs its own handling rather than a shared retail schema.

The label and its limits

Autotrader's terms set out how the Price Indicator works: it compares the advertised price with the Autotrader Valuation, and applies only to dealer cars within price and age limits, excluding private sales, new, nearly new, classic and written-off vehicles.

price_indicator recorded as displayed, with label_source: autotrader.
gap_displayed recorded where the page shows the difference from the valuation.
label_eligible derived from the published rules, so an absent label on an ineligible car is not treated as a missing value.
The valuation itself is Autotrader's and moves daily; a label change without a price change is recorded as such.

Bands, listers and what we do not do

Compared properly

Listings are compared within mileage and age bands, dealer and private kept apart, as on our mobile.de page.

Dealer tools and leasing

Autotrader's Deal Builder, launched in November 2025, changes how some dealer adverts present deals; reservation and finance elements are recorded as terms. New-car leasing offers are covered on our leasing page.

What we do not do

Treat a missing label as fair, present a label as our valuation, collect private sellers' details or plates, or record a disappeared listing as a sale.

Scope

What we collect on Autotrader UK, and what we do not

The right column matters more than the left. Anyone can list fields; the limits are what tell you whether the dataset will hold up.

✅ What we collect

price_indicator with label_source: autotrader
gap_displayed where shown
label_eligible derived from published rules
Label changes without price changes recorded
lister_type: dealer or private
Mileage, age and derived bands
Days on market from first observation
Dealer business identity where displayed
Finance and reservation elements as terms

❌ What we do not, and why

A missing label read as fair
Autotrader's label presented as our valuation
Private sellers' names, phones or plates
Disappeared listings recorded as sales
Achieved transaction prices, which are not published

Core Autotrader UK fields

The full dictionary is agreed during scoping. These are the fields specific to this platform.

Field	What it is on this platform
listing_id / make / model / derivative	As published
year / mileage / band	As published; band derived
price / currency	As displayed
price_indicator / label_source	As displayed; autotrader
gap_displayed	Where shown
label_eligible	Derived from published rules
lister_type / dealer_name	Dealer identity where shown
first_seen / last_seen	Lifecycle
price_revisions	Dated
finance_terms	As displayed
disappeared_unconfirmed	No sale inferred

Use cases

What teams do with Autotrader UK data

Used car price positioning

Asking prices within bands, beside Autotrader's own labels.

Label dynamics

How often labels move with the valuation rather than the price.

Dealer stock intelligence

Competitors' stock, pricing and days on market.

UK market coverage

The largest UK marketplace on a daily schedule.

The 24-hour sample — run on your sources, not ours

Send us a Autotrader UK item or category list. We run real collection against it and return the output within 24 hours, with the platform-specific fields populated so you can check them yourself rather than take our word for it.

Real extraction from your actual sources
Returned within 24 hours
Coverage and QA note included
You keep the data either way
No card, no trial clock
Named engineer on the call

Get my free sample Book a 20-min scoping call Reply within one business day. Reference calls available under NDA.

How we engage

Three ways to engage us

Same collection pipeline and QA underneath. The difference is who holds the schedule and how the data reaches you.

Managed service (most common)

We own the collection, the QA and the delivery. You receive clean data on a schedule and never touch a scraper.

Dedicated engineer assigned to your account
Site changes fixed by us, not reported to you
Scheduled delivery to your warehouse or S3
Named contact on Slack or email

Best fit: Teams who need the data, not the infrastructure.

API access

The same collection pipeline exposed as an authenticated REST endpoint your systems query directly.

On-demand and scheduled endpoints
Rate limits agreed to your load profile
Sandbox keys for integration testing
Versioned schema with deprecation notice

Best fit: Product and engineering teams building on live data.

One-time or project extraction

A defined pull for a specific question — market sizing, diligence, a pitch, a one-off audit.

Fixed scope agreed in writing upfront
Single delivery with full QA report
Methodology documented for your records
Converts to managed if you want continuity

Best fit: Research, strategy and diligence work with a deadline.

Pricing

Every engagement is quoted individually, because the honest answer depends on your scope: how many sources, how many records, how often, and how the data reaches you. We scope it with you, run a free pilot on your own sources, and then quote a fixed monthly figure — no per-request metering and no overage billing when volumes move. Request a quote and you will have a number after one call.

Autotrader UK is usually collected alongside its competitors

Almost nobody buys a single platform in isolation. Autotrader UK data becomes useful when it sits next to the competitor set on one schema, refreshed on one schedule, so a price index or availability comparison is genuinely like-for-like.

That is what automotive data covers, and a Autotrader UK-only engagement can be expanded into it without rebuilding. If you already know you need several platforms, start there instead — it is the same pipeline and usually the better scoping conversation.

FAQ

Autotrader UK data scraping: frequently asked questions

Platform-specific questions, including what cannot be collected here.

That the advert is below Autotrader's own valuation by its stated margin. It is Autotrader's judgement, recorded as such.

Only eligible dealer cars get one. A missing label is recorded with its eligibility, never read as fair.

Their listings, as private. Never their names, phones or number plates.

No. Sale prices are not published, and a disappeared listing is not a sale.

Within mileage and age bands, dealer and private kept apart.

It depends on makes, regions and frequency.

Talk to us.

See real Autotrader UK data before you commit to anything

Send us an item or category list. We return the output within 24 hours with the platform-specific fields populated.

Get a free sample Talk to an engineer

Free pilot, no card, no obligation. If we cannot collect a field you need on this platform, the sample shows you that too.

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